researcher

Danica J. Sutherland

University of British Columbia

31 papers hereh-index 265.5k citations55 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

sole author1
first author3
middle author17
last author9

Across the 30 of 31 papers where every author was matched, so the position is known.

fields

affiliations

University of British Columbia

Homepage

same name

Danica J. Sutherland — 15 papers, h 7
Danica J. Sutherland — 5 papers
Danica J. Sutherland — 5 papers, h 4
Danica J. Sutherland — 4 papers, h 2
Danica J. Sutherland — 2 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20122023

most citedA Machine Learning Approach for Dynamical Mass Measurements of Galaxy Clusters

81 citations · 540 across the 31 of their papers we have counts for

collaborators

Showing 2018Show all

2 papers · 1 filter

stat.ML2018★ 10 cited

Learning deep kernels for exponential family densities

Li Wenliang, Danica J. Sutherland, Heiko Strathmann +1

The kernel exponential family is a rich class of distributions, which can be fit efficiently and with statistical guarantees by score matching. Being required to choose a priori a…

stat.ML2018★ 52 cited

On gradient regularizers for MMD GANs

Michael Arbel, Danica J. Sutherland, Mikołaj Bińkowski +1

We propose a principled method for gradient-based regularization of the critic of GAN-like models trained by adversarially optimizing the kernel of a Maximum Mean Discrepancy (MMD)…